Cancer Burden in Chinese Older Adults: Insights Into Incidence, Mortality, and Global Comparisons Using GLOBOCAN 2022 by Yuanjie Zheng, He Li, Qianru Li, Siyi He, Yi Teng, Mengdi Cao, Nuopei Tan, Jiachen Wang, Tingting Zuo, Tianyi Li, Wanqing Chen

“…The estimated numbers of new cases and deaths, age‐standardized incidence rates (ASIRs), and age‐standardized mortality rates (ASMRs) were analyzed for the top ten cancer types in Chinese older adults, categorized by sex and age groups (60–69, 70–84, and 85+ years). …”
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Multi-Step Natural Gas Load Forecasting Incorporating Data Complexity Analysis with Finite Features by Ning Tian, Bilin Shao, Huibin Zeng, Meng Ren, Wei Zhao, Xue Zhao, Shuqiang Wu

“…Concurrently, variational mode decomposition (VMD) provides frequency-domain decomposition capability, while the gated recurrent unit (GRU) captures long-term dependencies. …”
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Multiscale Water Cycle Mechanisms and Return Flow Utilization in Paddy Fields of Plain Irrigation Districts by Jie Zhang, Yujiang Xiong, Peihua Jiang, Niannian Yuan, Fengli Liu

“…We propose an integrated optimization strategy combining tillering-stage irrigation/drainage control, multiscale hydraulic interception (control gates and pond weirs), and dynamic watershed storage scheduling. …”
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Trade-offs between machine learning and deep learning for mental illness detection on social media by Zhanyi Ding, Zhongyan Wang, Yeyubei Zhang, Yuchen Cao, Yunchong Liu, Xiaorui Shen, Yexin Tian, Jianglai Dai

“…This study evaluates multiple ML models, including logistic regression, random forest, and LightGBM, alongside DL architectures such as ALBERT and Gated Recurrent Units (GRUs), for both binary and multi-class classification of mental health conditions. …”
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Genomic surveillance indicates high site-specific heterogeneity of West Nile virus in mosquitoes in rural regions of Germany across seasons by Corinna Patzina-Mehling, Anne Kopp, Leif Rauhöft, Tatiana Șuleșco, Terry C. Jones, Christian Drosten, Felix Gregor Sauer, Renke Lühken, Sandra Junglen

“…We found statistical support for virus dispersal between two sites that are located along a direct local road connection.Understanding WNV ecology at small spatial scales is crucial to identify patterns of virus maintenance, dispersal and areas with higher WNV abundance rates, and to implement tailored prevention strategies to improve public health.…”
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The study for asthma in older adults: a combined analysis of the effects of occupational asthmagens, high body-mass index and smoking by Jia-Qi Wang, Jia-Qi Wang, Yuan-Yu Liang, Yuan-Yu Liang, Zhong-Xue Zhao, Zhong-Xue Zhao, Wei Xie, Wan-Ning Sun, Wan-Ning Sun, Ji-Yu Zou, Ji-Yu Zou, Xiao-Dong Lv, Xiao-Dong Lv, Youfu He, Li-Jian Pang, Li-Jian Pang

“…Key metrics included age-standardized mortality rates (ASMR), age-standardized DALY rates (ASDR), and estimated annual percentage change (EAPC). …”
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Comparative Analysis of Mineralogical Composition and Radioactivity Levels in Stone Samples from the Archaeological Site of <i>Halaesa</i> (Sicily, Italy) by Giuseppe Paladini, Paola Cardiano, Francesco Caridi, Lorenzo Pistorino, Domenico Majolino, Francesco Gregorio, Stefania Lanza, Gabriele Lando, Antonio Francesco Mottese, Marco Miano, Olivia Gómez-Laserna, Valentina Venuti

“…By examining the stone composition at both the elemental and molecular scales, with support from ion chromatography data, potential degradation patterns linked to post-depositional weathering and external decay agents were identified. …”
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Gesture recognition for hearing impaired people using an ensemble of deep learning models with improving beluga whale optimization-based hyperparameter tuning by Mohammed Assiri, Mahmoud M. Selim

“…For the feature extraction process, the squeeze-and-excitation capsule network (SE-CapsNet) effectively captures spatial hierarchies and complex relationships within gesture patterns. In addition, an ensemble of classification processes, such as bidirectional gated recurrent unit (BiGRU), Variational Autoencoder (VAE), and bidirectional long short-term memory (BiLSTM) technique, is employed. …”
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Wind Speed Forecasting in the Greek Seas Using Hybrid Artificial Neural Networks by Lateef Adesola Afolabi, Takvor Soukissian, Diego Vicinanza, Pasquale Contestabile

“…Of all the ANNs examined, the hybrid model combining Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks demonstrated superior forecasting performance compared to the individual models, as evaluated by standard statistical metrics, while it also exhibited a very good performance at high wind speeds, i.e., greater than 15 m/s. …”
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Forecasting Temperature Time Series Data Using Combined Statistical and Deep Learning Methods: A Case Study of Nairobi County Daily Temperature by John Kamwele Mutinda, Amos Kipkorir Langat, Samuel Musili Mwalili

“…Hybrid forecasting models were then constructed by integrating VMD with both statistical (autoregressive integrated moving average [ARIMA]) and deep learning (gated recurrent unit [GRU], long short-term memory [LSTM], and Transformer) architectures. …”
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An Overview of Deep Learning Applications in Groundwater Level Modeling: Bridging the Gap between Academic Research and Industry Applications by Ahmed Shakir Ali Ali, Farhad Jazaei, Peyman Babakhani, Muhammad Masood Ashiq, Alireza Bakhshaee, Brian Waldron

“…Later, this article delves specifically into the latest advancements in DL for modeling GWL, including recurrent neural network (RNN), long short-term memory (LSTM), and gated recurrent unit (GRU), and discusses their technical promising performance and advantages. …”
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Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations by Eduardo Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda

“…Our analysis of routing activation patterns reveals that MoL-MoE dynamically adjusts its use of different molecular representations based on task-specific requirements. …”
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An Iterative Pixel-Based Dimensional Voting Model for High Spatial-Resolution Image Classification by Muhamad Asyraf Mohd Pouzi, Haza Nuzly Abdull Hamed, Muhammad Razib Othman, Hishammuddin Asmuni, Mohd Adham Isa, Husni Ruslai

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Mediodorsal thalamic nucleus mediates resistance to ethanol through Cav3.1 T-type Ca2+ regulation of neural activity by Charles-francois V Latchoumane, Joon-Hyuk Lee, Seong-Wook Kim, Jinhyun Kim, Hee-Sup Shin

“…Thalamocortical activity is known to orchestrate sensory gating and consciousness switching. The precise thalamic regions involved, or the firing patterns related to the unconsciousness, remain unclear. …”
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Hybrid GIS-Transformer Approach for Forecasting Sentinel-1 Displacement Time Series by Lama Moualla, Alessio Rucci, Giampiero Naletto, Nantheera Anantrasirichai, Vania Da Deppo

“…This study presents a deep learning-based approach for forecasting Sentinel-1 displacement time series, with particular attention to irregular temporal patterns—an aspect often overlooked in previous works. …”
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Early-stage resectable non-small cell lung cancer in Hungary by Gabriella Gálffy, Réka Hécz, Réka Bujdosó, Eszter Gáspár, Réka Korompay, Judit Hoffer, Szilvia Szécsényi, Celia Blasszauer, Dániel Reibl, Erika Tóth, Krisztina Bogos, László Agócs, László Agócs, Ferenc Rényi-Vámos, Ferenc Rényi-Vámos, Éva Mórocz

“…This study provides a comprehensive analysis of early-stage resectable non-small cell lung cancer (NSCLC) in Hungary, investigating incidence rates, demographic trends, treatment patterns and survival outcomes. …”
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GNSS-Based Models of Displacement, Stress, and Strain in the SHETPENANT Region: Impact of Geodynamic Activity from the ORCA Submarine Volcano by Belén Rosado, Vanessa Jiménez, Alejandro Pérez-Peña, Rosa Martín, Amós de Gil, Enrique Carmona, Jorge Gárate, Manuel Berrocoso

“…These patterns align with the known structural framework of the region. …”
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Epidemiologic, microbiologic and imaging characteristics of urinary tract infections in hospitalized children < 2 years of age diagnosed with anatomic abnormalities of the urinary... by Zohar Landau, Evgenia Cherniavsky, Salman Abofreha, Ilan Linder, Ron Leibovitz, Diana Roif-Kaminsky, Michael Friger, Natalya Bilenko, Eugene Leibovitz

“…Antibiotic susceptibility patterns of the main uropathogens were similar between patients with or without AA.…”
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Optimizing Effects of Organic Farming and Moderately Low Nitrogen Levels on Soil Carbon and Nitrogen Pools by Guanghua Wang, Yu Yang, Yuqi Chen, Shilong Yu, Xiaomin Huang, Min Jiang, Zujian Zhang, Lifen Huang

“…Therefore, a field trial was conducted to elucidate the impacts of different cultivation patterns and nitrogen application rates on soil carbon and nitrogen pools, especially on how these factors affect the components of soil organic carbon. …”
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Role of TRP channels and HSPs in thermal stress response in the aphid parasitoid Aphelinus asychis (Hymenoptera: Aphelinidae) by Xiang LIU, Zhi-wei KANG, Xing-lin YU, Fan LI, Tong-xian LIU, Qiang LI

“…The results showed that the maximum temperature that allowed A. asychis survival was approximately 41°C; females had higher survival rates than that of the males at 40 and 41°C. Short-term heat-shock resulted in increased expression of Aasyshsp in males, and Aasyhsp40, Aasyhsp68, Aasyhsp70-4, Aasyhsp70-5 and Aasyhsp90 were upregulated and then downregulated, whereas Aasyhsp70-3 was upregulated at 41°C. …”
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